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Probability and statistics / Markov models / Probability / Probability theory / Networks / Continuous-time Markov process / Belief propagation / Markov chain / Hidden Markov model / Statistics / Graphical models / Markov processes


Reasoning at the Right Time Granularity Suchi Saria Uri Nodelman Daphne Koller
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Document Date: 2007-09-01 16:57:13

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CTBNs X1 / Continuous Time Bayesian Networks / Clarendon Press / /

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Event

Reorganization / /

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We store / /

IndustryTerm

generated chain / inner-products / synthetic networks / real-world dynamic systems / inference algorithm / message passing algorithm / inner product / drug effect network / drug-effect network / inner products / coarser uniform partitioning algorithms / variable chain / larger networks / approximate inference algorithm / structured dynamic systems / /

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Cambridge Univ. / Right Time Granularity Suchi Saria Uri Nodelman Daphne Koller Department / Computational Intelligence / Stanford University Stanford / /

Person

Xi / /

Position

model for reasoning about persistence and causation / single coherent model for the system dynamics over its interval / standard forward / Dean / /

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EC / /

ProvinceOrState

Alberta / British Columbia / California / /

Technology

approximate inference algorithm / coarser uniform partitioning algorithms / dynamic-EP algorithm / inference algorithm / message passing algorithm / EP algorithm / NKS algorithm / EP-based algorithm / /

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